SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 501–550 of 1198 papers

TitleStatusHype
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
An Effective Deployment of Contrastive Learning in Multi-label Text Classification—0
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection—0
A Cross-Conformal Predictor for Multi-label Classification—0
Identifying Incorrect Annotations in Multi-Label Classification DataCode0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
FAIRification of MLC data—0
Explainable Model-specific Algorithm Selection for Multi-Label Classification—0
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task LearningCode0
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning—0
Scaling Native Language Identification with Transformer Adapters—0
Entry Dependent Expert Selection in Distributed Gaussian Processes Using Multilabel Classification—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
An Automatic ICD Coding Network Using Partition-Based Label Attention—0
Expressing linear equality constraints in feedforward neural networksCode0
Predicting User-specific Future Activities using LSTM-based Multi-label Classification—0
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid—0
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionCode0
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label ClassificationCode0
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product—0
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain ActivityCode0
An Effective Approach for Multi-label Classification with Missing Labels—0
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification—0
Uncertainty in Extreme Multi-label Classification—0
Improving Dense Contrastive Learning with Dense Negative Pairs—0
Knowledge-Driven New Drug Recommendation—0
Concise and interpretable multi-label rule setsCode0
MultiGuard: Provably Robust Multi-label Classification against Adversarial ExamplesCode0
Multi-label Classification of Scientific Research Documents Across Domains and Languages—0
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN)—0
An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants—0
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring—0
Hierarchical MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals—0
Source detection via multi-label classificationCode0
A patch-based architecture for multi-label classification from single label annotations—0
BERT-based Ensemble Approaches for Hate Speech Detection—0
A Capsule Network for Hierarchical Multi-Label Image Classification—0
Class-Level Logit PerturbationCode0
Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiographyCode0
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification—0
FlexER: Flexible Entity Resolution for Multiple IntentsCode0
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification—0
Trigger-free Event Detection via Derangement Reading Comprehension—0
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features—0
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs—0
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring—0
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection—0
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classificationCode0
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification—0
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified